{"id":"https://openalex.org/W1599019242","doi":"https://doi.org/10.1109/iwobi.2015.7160162","title":"Preliminary experiments on the robustness of biologically motivated features for DNN-based ASR","display_name":"Preliminary experiments on the robustness of biologically motivated features for DNN-based ASR","publication_year":2015,"publication_date":"2015-06-01","ids":{"openalex":"https://openalex.org/W1599019242","doi":"https://doi.org/10.1109/iwobi.2015.7160162","mag":"1599019242"},"language":"en","primary_location":{"id":"doi:10.1109/iwobi.2015.7160162","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iwobi.2015.7160162","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 4th International Work Conference on Bioinspired Intelligence (IWOBI)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5027381338","display_name":"F. de-la-Calle-Silos","orcid":null},"institutions":[{"id":"https://openalex.org/I50357001","display_name":"Universidad Carlos III de Madrid","ror":"https://ror.org/03ths8210","country_code":"ES","type":"education","lineage":["https://openalex.org/I50357001"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"F. de-la-Calle-Silos","raw_affiliation_strings":["Signal Theory and Communications Department, Universidad Carlos III, Legan\u00e9s (Madrid), Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Signal Theory and Communications Department, Universidad Carlos III, Legan\u00e9s (Madrid), Spain","institution_ids":["https://openalex.org/I50357001"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078741231","display_name":"Francisco J. Valverde-Albacete","orcid":"https://orcid.org/0000-0002-5874-7604"},"institutions":[{"id":"https://openalex.org/I178450904","display_name":"Universidad Nacional de Educaci\u00f3n a Distancia","ror":"https://ror.org/02msb5n36","country_code":"ES","type":"education","lineage":["https://openalex.org/I178450904"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Francisco J. Valverde-Albacete","raw_affiliation_strings":["Departamento de Lenguages y Sistemas Inform\u00e1ticos, Univ. Nacional de Educaci\u00f3n a Distancia, Madrid, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Departamento de Lenguages y Sistemas Inform\u00e1ticos, Univ. Nacional de Educaci\u00f3n a Distancia, Madrid, Spain","institution_ids":["https://openalex.org/I178450904"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065719579","display_name":"Ascensi\u00f3n Gallardo-Antol\u00edn","orcid":"https://orcid.org/0000-0002-9322-3128"},"institutions":[{"id":"https://openalex.org/I50357001","display_name":"Universidad Carlos III de Madrid","ror":"https://ror.org/03ths8210","country_code":"ES","type":"education","lineage":["https://openalex.org/I50357001"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"A. Gallardo-Antolin","raw_affiliation_strings":["Signal Theory and Communications Department, Universidad Carlos III, Legan\u00e9s (Madrid), Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Signal Theory and Communications Department, Universidad Carlos III, Legan\u00e9s (Madrid), Spain","institution_ids":["https://openalex.org/I50357001"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5090068120","display_name":"Carmen Pel\u00e1ez-Moreno","orcid":"https://orcid.org/0000-0003-1425-6763"},"institutions":[{"id":"https://openalex.org/I50357001","display_name":"Universidad Carlos III de Madrid","ror":"https://ror.org/03ths8210","country_code":"ES","type":"education","lineage":["https://openalex.org/I50357001"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"C. Pelaez-Moreno","raw_affiliation_strings":["Signal Theory and Communications Department, Universidad Carlos III, Legan\u00e9s (Madrid), Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Signal Theory and Communications Department, Universidad Carlos III, Legan\u00e9s (Madrid), Spain","institution_ids":["https://openalex.org/I50357001"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.03899017,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"169","last_page":"176"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10860","display_name":"Speech and Audio Processing","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10860","display_name":"Speech and Audio Processing","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10201","display_name":"Speech Recognition and Synthesis","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11309","display_name":"Music and Audio Processing","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.8509348630905151},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.789359450340271},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.7161092758178711},{"id":"https://openalex.org/keywords/deep-neural-networks","display_name":"Deep neural networks","score":0.5561620593070984},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.528335690498352},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5185176134109497},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5125608444213867},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.36786776781082153}],"concepts":[{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.8509348630905151},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.789359450340271},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.7161092758178711},{"id":"https://openalex.org/C2984842247","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep neural networks","level":3,"score":0.5561620593070984},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.528335690498352},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5185176134109497},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5125608444213867},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.36786776781082153},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iwobi.2015.7160162","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iwobi.2015.7160162","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 4th International Work Conference on Bioinspired Intelligence (IWOBI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W4919037","https://openalex.org/W17156489","https://openalex.org/W44815768","https://openalex.org/W128188896","https://openalex.org/W811578723","https://openalex.org/W1505353324","https://openalex.org/W1524333225","https://openalex.org/W1661756259","https://openalex.org/W1901507278","https://openalex.org/W1904365287","https://openalex.org/W1993882792","https://openalex.org/W2005518249","https://openalex.org/W2022011789","https://openalex.org/W2024880041","https://openalex.org/W2043843997","https://openalex.org/W2051493438","https://openalex.org/W2062164080","https://openalex.org/W2093514216","https://openalex.org/W2114719288","https://openalex.org/W2145094598","https://openalex.org/W2147768505","https://openalex.org/W2160815625","https://openalex.org/W2326699523","https://openalex.org/W2402370305","https://openalex.org/W2997574889","https://openalex.org/W3127686677","https://openalex.org/W6600213771","https://openalex.org/W6631362777","https://openalex.org/W6681096077","https://openalex.org/W6696761078","https://openalex.org/W6917638038","https://openalex.org/W6992928282"],"related_works":["https://openalex.org/W2770593030","https://openalex.org/W3154990682","https://openalex.org/W4281727072","https://openalex.org/W2560201613","https://openalex.org/W1996690921","https://openalex.org/W4379116102","https://openalex.org/W3210882018","https://openalex.org/W2970990331","https://openalex.org/W3207178610","https://openalex.org/W3211782752"],"abstract_inverted_index":{"A":[0],"perceptually":[1],"motivated":[2],"feature":[3],"extraction":[4],"method":[5],"based":[6,41],"on":[7,83],"mimicking":[8],"the":[9,13,31,34,84,94,108],"masking":[10],"properties":[11],"of":[12,36,60,86,99,102,119],"cochlea":[14],"has":[15,44],"been":[16],"recently":[17],"found":[18,53],"to":[19,25,73],"provide":[20],"enhanced":[21,71],"performance":[22],"when":[23],"applied":[24],"conventional":[26],"speech":[27,120,129],"recognition":[28,130],"back-ends.":[29],"On":[30],"other":[32],"hand,":[33],"introduction":[35],"Deep":[37,55],"Neural":[38],"Network":[39],"(DNN)":[40],"acoustic":[42],"models":[43],"produced":[45],"dramatic":[46],"improvements":[47],"in":[48,126],"performance.":[49],"In":[50,76],"particular,":[51],"we":[52,79],"that":[54,64,90,116],"Maxout":[56],"Networks,":[57],"a":[58,66],"modification":[59],"DNNs'":[61],"feed-forward":[62],"architecture":[63],"uses":[65],"max-out":[67],"activation":[68],"function,":[69],"provides":[70],"robustness":[72],"environmental":[74],"noise.":[75],"this":[77],"paper,":[78],"present":[80],"preliminary":[81],"experiments":[82],"combination":[85],"these":[87,103],"two":[88],"elements":[89],"already":[91],"show":[92],"how":[93],"DMN-based":[95],"back-end":[96],"is":[97],"capable":[98],"taking":[100],"advantage":[101],"auditorily":[104],"inspired":[105],"features":[106],"making":[107],"whole":[109],"system":[110],"more":[111],"robust":[112],"and":[113],"also":[114],"suggesting":[115],"human-like":[117],"representations":[118],"keep":[121],"playing":[122],"an":[123],"important":[124],"role":[125],"DNN-based":[127],"automatic":[128],"systems.":[131]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}